“…Recent efforts have been made to quantify the extent of authigenic carbonate formation in modern marine shallow sediments (Akam et al., 2020, 2023; Bradbury & Turchyn, 2019; Sun & Turchyn, 2014). However, estimates on the extent of authigenic carbonate formation in the modern ocean vary greatly, ranging from 0.14 Tmol a −1 based on a machine learning approach using the IODP database (Bradbury & Turchyn, 2019) to 1 Tmol a −1 based on a spatial interpolation approach using the IODP database (Sun & Turchyn, 2014), and 1.7–2.28 Tmol a −1 based on compiled sulfate fluxes and related data from the literature (Akam et al., 2020, 2023). The latter estimate has considered magnesium consumption by authigenic carbonate formation and incorporated sites from non‐IODP databases (Akam et al., 2020); this approach relied on a limited data set of compiled proportions of pore‐water DIC transferred into authigenic carbonates to estimate the amount of authigenic carbonate formation.…”